See Also

Miscellaneous

• https://bclarkson-code.github.io/posts/llm-from-scratch-scalar-autograd/post.html

• https://blog.andrewcantino.com/blog/2012/06/15/compressing-code/

• https://explosion.ai/blog/prodigy-annotation-tool-active-learning

• https://github.com/karpathy/minGPT

• https://github.com/siboehm/lleaves

• https://jaykmody.com/blog/gpt-from-scratch/

• https://lukeplant.me.uk/blog/posts/pythons-disappointing-superpowers/⁠:

  View HTML:

  /doc/www/lukeplant.me.uk/7e5662aedd146eea02ca54f2f9354c4c2d1264e8.html

• https://magazine.sebastianraschka.com/p/understanding-and-coding-self-attention

• https://siboehm.com/articles/21/lleaves

• https://simonwillison.net/2023/Sep/30/cli-tools-python/

• https://tratt.net/laurie/blog/2016/fine_grained_language_composition.html

• https://www.da.vidbuchanan.co.uk/blog/python-swar.html

Link Bibliography

1. https://arxiv.org/abs/2211.15533: “The Stack: 3 TB of Permissively Licensed Source Code”, Denis Kocetkov, Raymond Li, Loubna Ben Allal, Jia Li, Chenghao Mou, Carlos Muñoz Ferrandis, Yacine Jernite

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2. https://www.frontiersin.org/articles/10.3389/fninf.2021.679838/full: “THINGSvision: A Python Toolbox for Streamlining the Extraction of Activations From Deep Neural Networks”, Lukas Muttenthaler, Martin N. Hebart

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3. https://github.com/maria-antoniak/goodreads-scraper: “Goodreads Scraper”, Maria Antoniak, Melanie Walsh

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4. coin-flip: “The Kelly Coin-Flipping Game: Exact Solutions”, Gwern, Arthur Breitman, nshepperd, FeepingCreature, Gurkenglas

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